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[국내논문] ChatGPT와 파이썬을 활용한 <인공지능 수학>의 최적화 교수·학습 자료 개발 연구
Development of optimization teaching and learning materials for artificial intelligence mathematics using ChatGPT and Python 원문보기

Journal of the Korean Society of Mathematical Education. Series E: Communications of Mathematical Education, v.38 no.3, 2024년, pp.459 - 486  

이승훈 (하길고등학교) ,  고호경 (아주대학교)

초록
AI-Helper 아이콘AI-Helper

본 연구의 목적은 인공지능의 핵심 수학적 원리에 대한 이해와 활용 능력을 향상시키고, 알고리즘적 사고와 융합한 방법론을 적용할 수 있는 교수·학습 자료를 개발하는 데 있다. 이를 위해 ChatGPT를 활용한 파이썬을 통해 최적화 개념을 구현하는 교수·학습 자료를 개발하고자 평균제곱오차와 경사하강법을 주제로 총 5차시의 자료를 구성하였다. 이 자료는 고등학교 학생들을 대상으로 적용되었으며, 학생들의 이해도와 학습 방법, 태도를 관찰한 결과 긍정적인 반응을 보였다. 이에 따라 본 연구에서 개발한 인공지능 수학 최적화 교수·학습 자료의 효과성과 교육 현장에서의 적용 가능성을 확인하였다.

Abstract ▼ AI-Helper 아이콘AI-Helper

The purpose of this study is to enhance understanding and utilization of the core mathematical principles of artificial intelligence, and to develop teaching and learning materials that apply algorithmic thinking and integrated methodologies. To achieve this, teaching and learning materials were dev...

Keyword

#파이썬   #인공지능 수학   #최적화   #경사하강법  

표/그림 (19)

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